Looking for a job

Sangram Sethy

@sangramsethy

Message

I build automated cloud, data, and MLOps platforms across AWS, Azure, and GCP.

India

Message

What I'm looking for

I'm looking to build and automate reliable cloud, data, and MLOps platforms, with ownership of CI/CD, Kubernetes, observability, security, and responsible AI delivery.

I've built cloud-native data, fraud detection, and MLOps platforms at NV Data System, including a real-time AWS EKS fraud detection system serving 50K+ daily transactions at under 200ms latency.

I automate end-to-end deployments for Azure data platforms, Kubernetes workloads, ML models, and microservices using GitHub Actions, Terraform, Bicep, Helm, Argo CD, and Docker. My work includes secure Dev-to-Prod promotion workflows, rollback strategies, GitOps delivery, RBAC, Key Vault, and hybrid-cloud observability.

At Conduent, I supported urban mobility and delivery platforms across AKS and GKE, building CI/CD pipelines, Kafka and Airflow data workflows, autoscaling infrastructure, and SRE-oriented monitoring practices. I also helped modernize Dynamics 365 and Java API delivery at Experis, integrating SageMaker risk scoring and AI workflow automation.

Across these projects, I've reduced incident response time by 40%, reduced fraud chargebacks by 18%, and improved campaign conversion by 32%. I enjoy mentoring engineers on Python, ML engineering, LLM integration, SageMaker workflows, reproducibility, and responsible AI.

Experience

Work history, roles, and key accomplishments

Platform Engineer

NV Data System

Oct 2023 - Jan 2026 (2 years 3 months)

Architected and owned end-to-end CI/CD pipelines for Azure and AWS data platforms, automating deployments and implementing Infrastructure-as-Code. Reduced incident response time by 40% and delivered sub-200ms scoring latency for ML pipelines.

Senior IT Operation Analyst

Conduent Business Services India LLP

Jan 2023 - Aug 2023 (7 months)

Designed and managed CI/CD pipelines using Azure DevOps, Jenkins, AWS CodePipeline, and GitHub Actions for large-scale urban mobility and delivery applications across AKS and GKE. Automated deployment workflows, containerized microservices, and implemented Infrastructure-as-Code using Terraform and AWS CloudFormation.

Senior IT Operation Analyst

Conduent Business Services India LLP

Jan 2023 - Aug 2023 (7 months)

System Analyst

Experis IT

Oct 2021 - Jan 2023 (1 year 3 months)

Modernized CI/CD workflows for Dynamics 365 and Java-based APIs using GitHub Actions, Azure DevOps, and Terraform, achieving full pipeline automation with zero manual deployments. Used Argo CD and AWS CodeCommit to manage infrastructure and ML model deployments integrated with Dynamics 365, enabling traceable, auditable changes across environments.